Sainbayar Sukhbaatar

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authored a paper 11 days ago

Step-KTO: Optimizing Mathematical Reasoning through Stepwise Binary Feedback

Paper • 2501.10799 • Published 16 days ago • 14

authored a paper about 2 months ago

Training Large Language Models to Reason in a Continuous Latent Space

Paper • 2412.06769 • Published Dec 9, 2024 • 77

authored a paper 3 months ago

Adaptive Decoding via Latent Preference Optimization

Paper • 2411.09661 • Published Nov 14, 2024 • 10

authored a paper 4 months ago

Thinking LLMs: General Instruction Following with Thought Generation

Paper • 2410.10630 • Published Oct 14, 2024 • 18

upvoted a paper 6 months ago

Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Paper • 2407.19594 • Published Jul 28, 2024 • 20

commented a paper 6 months ago

Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Paper • 2407.19594 • Published Jul 28, 2024 • 20 •

2

authored 14 papers 6 months ago

Large Language Model Programs

Paper • 2305.05364 • Published May 9, 2023 • 2

End-To-End Memory Networks

Paper • 1503.08895 • Published Mar 31, 2015

Improving Open Language Models by Learning from Organic Interactions

Paper • 2306.04707 • Published Jun 7, 2023 • 3

A Data Source for Reasoning Embodied Agents

Paper • 2309.07974 • Published Sep 14, 2023 • 5

Think Before You Act: Unified Policy for Interleaving Language Reasoning with Actions

Paper • 2304.11063 • Published Apr 18, 2023

System 2 Attention (is something you might need too)

Paper • 2311.11829 • Published Nov 20, 2023 • 40

Hash Layers For Large Sparse Models

Paper • 2106.04426 • Published Jun 8, 2021 • 2

Some things are more CRINGE than others: Preference Optimization with the Pairwise Cringe Loss

Paper • 2312.16682 • Published Dec 27, 2023 • 5

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 146

Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping

Paper • 2402.14083 • Published Feb 21, 2024 • 47

Teaching Large Language Models to Reason with Reinforcement Learning

Paper • 2403.04642 • Published Mar 7, 2024 • 46

Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM

Paper • 2403.07816 • Published Mar 12, 2024 • 40

Reverse Training to Nurse the Reversal Curse

Paper • 2403.13799 • Published Mar 20, 2024 • 13

Memory-Augmented Reinforcement Learning for Image-Goal Navigation

Paper • 2101.05181 • Published Jan 13, 2021